A Racially Unbiased, Machine Learning Approach to Prediction of Mortality: Algorithm Development Study

BACKGROUND: Racial disparities in health care are well documented in the United States. As machine learning methods become more common in health care settings, it is important to ensure that these methods do not contribute to racial disparities through biased predictions or differential accuracy acr...

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Detalles Bibliográficos
Autores principales: Allen, Angier, Mataraso, Samson, Siefkas, Anna, Burdick, Hoyt, Braden, Gregory, Dellinger, R Phillip, McCoy, Andrea, Pellegrini, Emily, Hoffman, Jana, Green-Saxena, Abigail, Barnes, Gina, Calvert, Jacob, Das, Ritankar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2020
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7644374/
https://www.ncbi.nlm.nih.gov/pubmed/33090117
http://dx.doi.org/10.2196/22400

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7644374/
https://www.ncbi.nlm.nih.gov/pubmed/33090117
http://dx.doi.org/10.2196/22400

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